{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ssb import NR\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from opnr import CMCC0_7G,CMCC2_5G,CUCC3_4G,CTCC3_5G"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "None\n"
     ]
    }
   ],
   "source": [
    "# f_name = 'rx_2024_06_16_16_52_12_3450.0m.sigmf-data' \n",
    "# f_name = 'rx_2024_06_17_01_52_01_2565.0m.sigmf-data' \n",
    "# f_name = 'rx_2024_06_17_06_30_01_3550.0m.sigmf-data'\n",
    "# op = CMCC0_7G()\n",
    "op = CUCC3_4G()\n",
    "# op = CTCC3_5G()\n",
    "# op = CMCC2_5G()\n",
    "print(op)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "aSSB = op.NR()\n",
    "# aSSB.mu = 0\n",
    "# aSSB.reset()\n",
    "# fn = \"../data/rx_2024_06_20_11_53_10_3450.0m.sigmf-data\"\n",
    "# aSSB = NR(fn).set_search_end(3410e6).set_search_start(3405e6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7783 1 0.6333320041997008 172804\n",
      "no synced\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/zhaoming/00.works/ai-sdr/venv/lib/python3.11/site-packages/py3gpp/nrChannelEstimate.py:25: RuntimeWarning: divide by zero encountered in divide\n",
      "  normGrid = rxGrid / refGrid\n"
     ]
    }
   ],
   "source": [
    "aSSB.step0()\n",
    "print(aSSB.report_nid())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "ename": "AssertionError",
     "evalue": "invalid ncellid",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAssertionError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[5], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m psses \u001b[39m=\u001b[39m aSSB\u001b[39m.\u001b[39;49mstep1(\u001b[39m3.0\u001b[39;49m)\n\u001b[1;32m      2\u001b[0m psses\u001b[39m.\u001b[39msort(key\u001b[39m=\u001b[39m\u001b[39mlambda\u001b[39;00m x:np\u001b[39m.\u001b[39mabs(x[\u001b[39m2\u001b[39m]))\n\u001b[1;32m      3\u001b[0m \u001b[39mfor\u001b[39;00m ssb \u001b[39min\u001b[39;00m psses[:\u001b[39m10\u001b[39m]:\n",
      "File \u001b[0;32m~/00.works/ai-sdr/datsrv/ssb.py:395\u001b[0m, in \u001b[0;36mNR.step1\u001b[0;34m(self, alpha)\u001b[0m\n\u001b[1;32m    393\u001b[0m SampleRate \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mfs\u001b[39m/\u001b[39m\u001b[39m8\u001b[39m\n\u001b[1;32m    394\u001b[0m ss \u001b[39m=\u001b[39m \u001b[39mint\u001b[39m(\u001b[39mround\u001b[39m(\u001b[39m20e-3\u001b[39m\u001b[39m*\u001b[39mSampleRate))\n\u001b[0;32m--> 395\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mest()\n\u001b[1;32m    396\u001b[0m ssb_len \u001b[39m=\u001b[39m \u001b[39m512\u001b[39m\u001b[39m*\u001b[39m\u001b[39m8\u001b[39m\n\u001b[1;32m    397\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mssbWaveform \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39mzeros((\u001b[39m2\u001b[39m\u001b[39m*\u001b[39mssb_len,),dtype\u001b[39m=\u001b[39mnp\u001b[39m.\u001b[39mcomplex64)\n",
      "File \u001b[0;32m~/00.works/ai-sdr/datsrv/ssb.py:378\u001b[0m, in \u001b[0;36mNR.est\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    376\u001b[0m slotGrid \u001b[39m=\u001b[39m slotGrid[:,:\u001b[39m4\u001b[39m]\n\u001b[1;32m    377\u001b[0m nrSetResources(nrPSSIndices(),slotGrid,nrPSS(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdetected_NID\u001b[39m%\u001b[39m\u001b[39m3\u001b[39m))\n\u001b[0;32m--> 378\u001b[0m nrSetResources(nrSSSIndices(),slotGrid,nrSSS(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mdetected_NID))\n\u001b[1;32m    379\u001b[0m dmrsIndices \u001b[39m=\u001b[39m nrPBCHDMRSIndices(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdetected_NID)\n\u001b[1;32m    380\u001b[0m nrSetResources(dmrsIndices, slotGrid, nrPBCHDMRS(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdetected_NID, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mibar_SSB))\n",
      "File \u001b[0;32m~/00.works/ai-sdr/venv/lib/python3.11/site-packages/py3gpp/nrSSS.py:30\u001b[0m, in \u001b[0;36mnrSSS\u001b[0;34m(ncellid)\u001b[0m\n\u001b[1;32m     29\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mnrSSS\u001b[39m(ncellid):\n\u001b[0;32m---> 30\u001b[0m     \u001b[39massert\u001b[39;00m ncellid \u001b[39m>\u001b[39m\u001b[39m=\u001b[39m \u001b[39m0\u001b[39m \u001b[39mand\u001b[39;00m ncellid \u001b[39m<\u001b[39m\u001b[39m=\u001b[39m \u001b[39m1007\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39minvalid ncellid\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m     31\u001b[0m     \u001b[39mreturn\u001b[39;00m _gold(ncellid)\n",
      "\u001b[0;31mAssertionError\u001b[0m: invalid ncellid"
     ]
    }
   ],
   "source": [
    "psses = aSSB.step1(3.0)\n",
    "psses.sort(key=lambda x:np.abs(x[2]))\n",
    "for ssb in psses[:10]:\n",
    "    print(ssb)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ssses = aSSB.step2()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(np.int64(22), np.float64(7.033406941250982))\n",
      "(np.int64(484), np.float64(13.160346918297009))\n",
      "(np.int64(69), np.float64(15.537388895615582))\n",
      "(np.int64(470), np.float64(13.654683357356914))\n",
      "(np.int64(866), np.float64(7.854037750079907))\n",
      "(np.int64(26), np.float64(16.402044836980757))\n",
      "(np.int64(533), np.float64(13.007392166395281))\n",
      "(np.int64(619), np.float64(16.365860377900738))\n",
      "(np.int64(220), np.float64(14.859769139619363))\n",
      "(np.int64(728), np.float64(17.492241649116774))\n"
     ]
    }
   ],
   "source": [
    "for sss in aSSB.step2_sss:\n",
    "    print(sss)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1.13671875 1.203125   1.16796875 1.15625    1.10546875 1.10546875\n",
      " 1.078125   1.07421875 1.1015625  1.05859375 1.0546875  1.0390625\n",
      " 1.0234375  0.98046875 0.97265625 0.94140625 1.99609375 1.99609375\n",
      " 1.99609375 1.99609375 1.99609375 1.99609375 1.99609375 1.99609375\n",
      " 1.99609375]\n"
     ]
    }
   ],
   "source": [
    "print(aSSB.dt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ssbs = aSSB.step3()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1286d3510>]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(aSSB.dt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x128d4ed10>]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(np.angle(aSSB.phase))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from py3gpp import *\n",
    "import scipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "mu = 1\n",
    "carrier = nrCarrierConfig(NSizeGrid = 20, SubcarrierSpacing = 15 * 2**mu)\n",
    "info = nrOFDMInfo(carrier)\n",
    "Nfft = info['Nfft']\n",
    "fs = aSSB.fs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "detected NID2 is 0 @ 220896\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "waveform = aSSB.waveform[:307200]\n",
    "# waveform = aSSB.ssbWaveform\n",
    "peak_value = np.zeros(3)\n",
    "peak_index = np.zeros(3, 'int')\n",
    "PSS_LEN = 128\n",
    "NRE_PER_PRB = 12\n",
    "\n",
    "start = 56\n",
    "pssIndices = np.arange(start, start + PSS_LEN  - 1)\n",
    "xc_result = np.zeros((len(waveform),3),dtype=np.complex64)\n",
    "fig, axs = plt.subplots(3, 1, facecolor='w', sharex=True, sharey=True)\n",
    "for current_NID2 in np.arange(3, dtype='int'):\n",
    "    slotGrid = nrResourceGrid(carrier)\n",
    "    slotGrid = slotGrid[:, 0]\n",
    "    slotGrid[pssIndices] = nrPSS(current_NID2)\n",
    "    [refWaveform, info] = nrOFDMModulate(carrier, slotGrid, SampleRate = fs/8)\n",
    "\n",
    "    refWaveform = refWaveform[info['CyclicPrefixLengths'][0]:]; # remove CP\n",
    "\n",
    "    temp = scipy.signal.correlate(waveform, refWaveform, 'valid')  # correlate over 25 ms\n",
    "    xc_result[:len(temp),current_NID2] = temp\n",
    "    peak_index[current_NID2] = np.argmax(np.abs(temp))\n",
    "    peak_value[current_NID2] = np.abs(temp[peak_index[current_NID2]])\n",
    "    t_corr = np.arange(temp.shape[0])/fs*1e3\n",
    "    axs[current_NID2].plot(t_corr, np.abs(temp))\n",
    "detected_NID2 = np.argmax(peak_value)\n",
    "timingOffset = peak_index[detected_NID2]\n",
    "print(f'detected NID2 is {detected_NID2} @ {timingOffset}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "frames = int(len(aSSB.waveform)/307200)-1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0] 564 [1 0 1 0] 4\n",
      "[0] 564 [1 1 0 0] 4\n",
      "[0] 564 [1 1 1 0] 4\n",
      "[0] 564 [0 0 0 0] 4\n",
      "[0] 564 [0 0 1 0] 4\n",
      "[0] 564 [0 1 0 0] 4\n",
      "[0] 564 [0 1 1 0] 4\n",
      "[0] 564 [1 0 0 0] 4\n",
      "[0] 564 [1 0 1 0] 4\n",
      "[0] 564 [1 1 0 0] 4\n",
      "[22346130] 564 [0 1 0 1] 3\n",
      "[0] 564 [0 0 0 0] 4\n",
      "[0] 564 [0 0 1 0] 4\n",
      "[0] 564 [0 1 0 0] 4\n",
      "[0] 564 [0 1 1 0] 4\n",
      "[0] 564 [1 0 0 0] 4\n",
      "[0] 564 [1 0 1 0] 4\n",
      "[0] 564 [1 1 0 0] 4\n",
      "[0] 564 [1 1 1 0] 4\n",
      "[0] 564 [0 0 0 0] 4\n",
      "[0] 564 [0 0 1 0] 4\n",
      "[0] 564 [0 1 0 0] 4\n",
      "[0] 564 [0 1 1 0] 4\n",
      "[0] 564 [1 0 0 0] 4\n",
      "[0] 564 [1 0 1 0] 4\n"
     ]
    }
   ],
   "source": [
    "SampleRate = aSSB.fs/8\n",
    "ss = int(round(20e-3*SampleRate))\n",
    "for i in range(frames):\n",
    "    crc_result, detected_NID, lsbotfsfn, ibar_SSB = aSSB.checkSSB(aSSB.detected_NID2,aSSB.timingOffset+i*ss)\n",
    "    print(crc_result, detected_NID,lsbotfsfn, ibar_SSB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list index out of range",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[29], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m ssb \u001b[39m=\u001b[39m ssbs[\u001b[39m0\u001b[39;49m]\n\u001b[1;32m      2\u001b[0m slotGrid \u001b[39m=\u001b[39m nrResourceGrid(aSSB\u001b[39m.\u001b[39mcarrier)\n\u001b[1;32m      3\u001b[0m slotGrid \u001b[39m=\u001b[39m slotGrid[:,:\u001b[39m4\u001b[39m]\n",
      "\u001b[0;31mIndexError\u001b[0m: list index out of range"
     ]
    }
   ],
   "source": [
    "ssb = ssbs[0]\n",
    "slotGrid = nrResourceGrid(aSSB.carrier)\n",
    "slotGrid = slotGrid[:,:4]\n",
    "nrSetResources(nrPSSIndices(),slotGrid,nrPSS(ssb.nid%3))\n",
    "nrSetResources(nrSSSIndices(),slotGrid,nrSSS(ssb.nid))\n",
    "dmrsIndices = nrPBCHDMRSIndices(ssb.nid)\n",
    "nrSetResources(dmrsIndices, slotGrid, nrPBCHDMRS(ssb.nid, ssb.ibar))\n",
    "# slotGrid[nrPSSIndices(),0] = nrPSS(aSSB.detected_NID2)\n",
    "# slotGrid[nrPSSIndices(),2] = nrSSS(863)\n",
    "[refWaveform, info] = nrOFDMModulate(aSSB.carrier, slotGrid, SampleRate = SampleRate)\n",
    "refWaveform = refWaveform[info['CyclicPrefixLengths'][0]:]; # remove CP\n",
    "ref_len = len(refWaveform)\n",
    "\n",
    "peak = np.zeros((frames,33),dtype=np.complex128)\n",
    "ts = ssb.off\n",
    "for i in range(frames):\n",
    "    wv = aSSB.waveform[ts+i*ss-16:ts+i*ss+ref_len+16]\n",
    "    c_wv = aSSB.calibration_t(wv,aSSB.dt[i])\n",
    "    peak[i,:] = scipy.signal.correlate(c_wv, refWaveform, 'valid')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(frames):\n",
    "    plt.plot(np.abs(peak[i]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1656228d0>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ch = np.zeros((1024,ref_len),dtype=np.complex128)\n",
    "for i in range(frames):\n",
    "    wv = aSSB.waveform[ts+i*ss:ts+i*ss+ref_len]\n",
    "    ch[i,:] = wv * refWaveform.conj()\n",
    "f_ch = np.fft.fft2(ch)\n",
    "plt.imshow(np.abs(np.fft.fftshift(f_ch)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "449526 208 1078\n"
     ]
    }
   ],
   "source": [
    "fa_ch = np.abs(np.fft.fftshift(f_ch))\n",
    "inx = np.argmax(fa_ch)\n",
    "print(inx,inx//ref_len,inx%ref_len)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[16807498] 859 [0 0 1 0] 4\n"
     ]
    }
   ],
   "source": [
    "SampleRate = aSSB.fs/8\n",
    "\n",
    "crc_result, detected_NID, lsbotfsfn, ibar_SSB = aSSB.checkSSB(1,147173)\n",
    "print(crc_result, detected_NID,lsbotfsfn, ibar_SSB)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.11.3 ('venv': venv)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.3"
  },
  "orig_nbformat": 4,
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